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Revolutionary Approach to Neural Networks Training: Show HN(deeplearning.tech)

1234 points by deeplearner 1 year ago | flag | hide | 9 comments

  • john_doe 1 year ago | next

    This is really interesting! I've been waiting for something like this for a long time. Can't wait to try it out.

    • alex_smith 1 year ago | next

      John, I'm glad you found this interesting! In my experiments, I've found this to be significantly faster and more efficient than traditional methods.

      • research_geek 1 year ago | next

        Alex, I'm excited to hear about your positive experience. I'll have to give ApexNN a try myself.

    • author 1 year ago | prev | next

      @john_doe Thanks for the kind words! I'm glad you find it interesting. ApexNN is designed to train large neural networks in a fraction of the time required by traditional methods.

      • utility_max 1 year ago | next

        @author Works so smoothly, and the results also seem quite promising.

  • jane_doe 1 year ago | prev | next

    I agree, this looks amazing! I'm curious, how does this compare to traditional methods? Are there any downsides to this approach?

    • software_wiz 1 year ago | next

      Jane, I think the downside with this approach is the complexity of setting up and fine-tuning the system. However, once that's done, I feel the benefits far outweigh the downsides.

      • quant_ai 1 year ago | next

        Software Wiz raises a good point about complexity, but I see it as an opportunity to think critically about our model design and parameter selection. Overall, this has the potential to greatly benefit our deep learning community.

    • machine_guru 1 year ago | prev | next

      Jane, the major downside is the current limitation of compatible frameworks. But you can expect more compatibility to be added soon.